Overview
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 1470 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 287.2 KiB |
| Average record size in memory | 200.1 B |
Variable types
| Categorical | 16 |
|---|---|
| Numeric | 9 |
annee_experience_totale is highly overall correlated with annees_dans_l_entreprise and 1 other fields | High correlation |
annees_dans_l_entreprise is highly overall correlated with annee_experience_totale and 3 other fields | High correlation |
annees_dans_le_poste_actuel is highly overall correlated with annees_dans_l_entreprise and 2 other fields | High correlation |
annees_depuis_la_derniere_promotion is highly overall correlated with annees_dans_l_entreprise and 1 other fields | High correlation |
annes_sous_responsable_actuel is highly overall correlated with annees_dans_l_entreprise and 1 other fields | High correlation |
departement is highly overall correlated with domaine_etude and 1 other fields | High correlation |
domaine_etude is highly overall correlated with departement | High correlation |
nombre_participation_pee is highly overall correlated with statut_marital | High correlation |
poste is highly overall correlated with departement | High correlation |
revenu_mensuel is highly overall correlated with annee_experience_totale | High correlation |
statut_marital is highly overall correlated with nombre_participation_pee | High correlation |
nombre_experiences_precedentes has 197 (13.4%) zeros | Zeros |
annees_dans_l_entreprise has 44 (3.0%) zeros | Zeros |
annees_dans_le_poste_actuel has 244 (16.6%) zeros | Zeros |
nb_formations_suivies has 54 (3.7%) zeros | Zeros |
annees_depuis_la_derniere_promotion has 581 (39.5%) zeros | Zeros |
annes_sous_responsable_actuel has 263 (17.9%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-03 13:43:06.658870 |
|---|---|
| Analysis finished | 2026-02-03 13:43:09.598606 |
| Duration | 2.94 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
satisfaction_employee_environnement
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
note_evaluation_precedente
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | 83 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
satisfaction_employee_nature_travail
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
satisfaction_employee_equipe
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 4 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
satisfaction_employee_equilibre_pro_perso
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | 80 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
heure_supplementaires
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Non | |
|---|---|
| Oui |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Oui |
|---|---|
| 2nd row | Non |
| 3rd row | Oui |
| 4th row | Oui |
| 5th row | Non |
Common Values
| Value | Count | Frequency (%) |
| Non | 1054 | |
| Oui | 416 | 28.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| non | 1054 | |
| oui | 416 | 28.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1054 | |
| o | 1054 | |
| n | 1054 | |
| O | 416 | 9.4% |
| u | 416 | 9.4% |
| i | 416 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4410 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 1054 | |
| o | 1054 | |
| n | 1054 | |
| O | 416 | 9.4% |
| u | 416 | 9.4% |
| i | 416 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4410 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 1054 | |
| o | 1054 | |
| n | 1054 | |
| O | 416 | 9.4% |
| u | 416 | 9.4% |
| i | 416 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4410 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 1054 | |
| o | 1054 | |
| n | 1054 | |
| O | 416 | 9.4% |
| u | 416 | 9.4% |
| i | 416 | 9.4% |
augementation_salaire_precedente
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 11 % | |
|---|---|
| 13 % | |
| 14 % | |
| 12 % | |
| 15 % | |
| Other values (10) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 % |
|---|---|
| 2nd row | 23 % |
| 3rd row | 15 % |
| 4th row | 11 % |
| 5th row | 12 % |
Common Values
| Value | Count | Frequency (%) |
| 11 % | 210 | |
| 13 % | 209 | |
| 14 % | 201 | |
| 12 % | 198 | |
| 15 % | 101 | |
| 18 % | 89 | |
| 17 % | 82 | 5.6% |
| 16 % | 78 | 5.3% |
| 19 % | 76 | 5.2% |
| 22 % | 56 | 3.8% |
| Other values (5) | 170 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1470 | ||
| 11 | 210 | 7.1% |
| 13 | 209 | 7.1% |
| 14 | 201 | 6.8% |
| 12 | 198 | 6.7% |
| 15 | 101 | 3.4% |
| 18 | 89 | 3.0% |
| 17 | 82 | 2.8% |
| 16 | 78 | 2.7% |
| 19 | 76 | 2.6% |
| Other values (6) | 226 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1502 | |
| 1470 | ||
| % | 1470 | |
| 2 | 480 | 8.2% |
| 3 | 237 | 4.0% |
| 4 | 222 | 3.8% |
| 5 | 119 | 2.0% |
| 8 | 89 | 1.5% |
| 7 | 82 | 1.4% |
| 6 | 78 | 1.3% |
| Other values (2) | 131 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5880 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1502 | |
| 1470 | ||
| % | 1470 | |
| 2 | 480 | 8.2% |
| 3 | 237 | 4.0% |
| 4 | 222 | 3.8% |
| 5 | 119 | 2.0% |
| 8 | 89 | 1.5% |
| 7 | 82 | 1.4% |
| 6 | 78 | 1.3% |
| Other values (2) | 131 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5880 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1502 | |
| 1470 | ||
| % | 1470 | |
| 2 | 480 | 8.2% |
| 3 | 237 | 4.0% |
| 4 | 222 | 3.8% |
| 5 | 119 | 2.0% |
| 8 | 89 | 1.5% |
| 7 | 82 | 1.4% |
| 6 | 78 | 1.3% |
| Other values (2) | 131 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5880 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1502 | |
| 1470 | ||
| % | 1470 | |
| 2 | 480 | 8.2% |
| 3 | 237 | 4.0% |
| 4 | 222 | 3.8% |
| 5 | 119 | 2.0% |
| 8 | 89 | 1.5% |
| 7 | 82 | 1.4% |
| 6 | 78 | 1.3% |
| Other values (2) | 131 | 2.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 882 | |
| F | 588 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 882 | |
| f | 588 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 882 | |
| F | 588 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 882 | |
| F | 588 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 882 | |
| F | 588 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 882 | |
| F | 588 |
revenu_mensuel
Real number (ℝ)
High correlation
| Distinct | 1349 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6502.9313 |
| Minimum | 1009 |
|---|---|
| Maximum | 19999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1009 |
|---|---|
| 5-th percentile | 2097.9 |
| Q1 | 2911 |
| median | 4919 |
| Q3 | 8379 |
| 95-th percentile | 17821.35 |
| Maximum | 19999 |
| Range | 18990 |
| Interquartile range (IQR) | 5468 |
Descriptive statistics
| Standard deviation | 4707.9568 |
|---|---|
| Coefficient of variation (CV) | 0.72397455 |
| Kurtosis | 1.0052327 |
| Mean | 6502.9313 |
| Median Absolute Deviation (MAD) | 2199 |
| Skewness | 1.3698167 |
| Sum | 9559309 |
| Variance | 22164857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2342 | 4 | 0.3% |
| 2380 | 3 | 0.2% |
| 5562 | 3 | 0.2% |
| 6347 | 3 | 0.2% |
| 3452 | 3 | 0.2% |
| 2559 | 3 | 0.2% |
| 2451 | 3 | 0.2% |
| 2741 | 3 | 0.2% |
| 6142 | 3 | 0.2% |
| 2404 | 3 | 0.2% |
| Other values (1339) | 1439 |
| Value | Count | Frequency (%) |
| 1009 | 1 | |
| 1051 | 1 | |
| 1052 | 1 | |
| 1081 | 1 | |
| 1091 | 1 | |
| 1102 | 1 | |
| 1118 | 1 | |
| 1129 | 1 | |
| 1200 | 1 | |
| 1223 | 1 |
| Value | Count | Frequency (%) |
| 19999 | 1 | |
| 19973 | 1 | |
| 19943 | 1 | |
| 19926 | 1 | |
| 19859 | 1 | |
| 19847 | 1 | |
| 19845 | 1 | |
| 19833 | 1 | |
| 19740 | 1 | |
| 19717 | 1 |
statut_marital
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Marié(e) | |
|---|---|
| Célibataire | |
| Divorcé(e) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 9.4040816 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Célibataire |
|---|---|
| 2nd row | Marié(e) |
| 3rd row | Célibataire |
| 4th row | Marié(e) |
| 5th row | Marié(e) |
Common Values
| Value | Count | Frequency (%) |
| Marié(e) | 673 | |
| Célibataire | 470 | |
| Divorcé(e) | 327 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| marié(e | 673 | |
| célibataire | 470 | |
| divorcé(e | 327 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
departement
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Consulting | |
|---|---|
| Commercial | |
| Ressources Humaines | 63 |
Length
| Max length | 19 |
|---|---|
| Median length | 10 |
| Mean length | 10.385714 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Commercial |
|---|---|
| 2nd row | Consulting |
| 3rd row | Consulting |
| 4th row | Consulting |
| 5th row | Consulting |
Common Values
| Value | Count | Frequency (%) |
| Consulting | 961 | |
| Commercial | 446 | |
| Ressources Humaines | 63 | 4.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| consulting | 961 | |
| commercial | 446 | |
| ressources | 63 | 4.1% |
| humaines | 63 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1985 | |
| i | 1470 | |
| o | 1470 | |
| C | 1407 | |
| l | 1407 | |
| s | 1213 | |
| u | 1087 | |
| t | 961 | |
| g | 961 | |
| m | 955 | |
| Other values (7) | 2351 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15267 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1985 | |
| i | 1470 | |
| o | 1470 | |
| C | 1407 | |
| l | 1407 | |
| s | 1213 | |
| u | 1087 | |
| t | 961 | |
| g | 961 | |
| m | 955 | |
| Other values (7) | 2351 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15267 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1985 | |
| i | 1470 | |
| o | 1470 | |
| C | 1407 | |
| l | 1407 | |
| s | 1213 | |
| u | 1087 | |
| t | 961 | |
| g | 961 | |
| m | 955 | |
| Other values (7) | 2351 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15267 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1985 | |
| i | 1470 | |
| o | 1470 | |
| C | 1407 | |
| l | 1407 | |
| s | 1213 | |
| u | 1087 | |
| t | 961 | |
| g | 961 | |
| m | 955 | |
| Other values (7) | 2351 |
poste
Categorical
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Cadre Commercial | |
|---|---|
| Assistant de Direction | |
| Consultant | |
| Tech Lead | |
| Manager | |
| Other values (4) |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 15.168027 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cadre Commercial |
|---|---|
| 2nd row | Assistant de Direction |
| 3rd row | Consultant |
| 4th row | Assistant de Direction |
| 5th row | Consultant |
Common Values
| Value | Count | Frequency (%) |
| Cadre Commercial | 326 | |
| Assistant de Direction | 292 | |
| Consultant | 259 | |
| Tech Lead | 145 | |
| Manager | 131 | |
| Senior Manager | 102 | 6.9% |
| Représentant Commercial | 83 | 5.6% |
| Directeur Technique | 80 | 5.4% |
| Ressources Humaines | 52 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| commercial | 409 | |
| cadre | 326 | |
| assistant | 292 | |
| de | 292 | |
| direction | 292 | |
| consultant | 259 | |
| manager | 233 | |
| tech | 145 | 5.1% |
| lead | 145 | 5.1% |
| senior | 102 | 3.6% |
| Other values (5) | 347 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
nombre_experiences_precedentes
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6931973 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 197 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.498009 |
|---|---|
| Coefficient of variation (CV) | 0.92752545 |
| Kurtosis | 0.010213817 |
| Mean | 2.6931973 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0264711 |
| Sum | 3959 |
| Variance | 6.240049 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 521 | |
| 0 | 197 | 13.4% |
| 3 | 159 | 10.8% |
| 2 | 146 | 9.9% |
| 4 | 139 | 9.5% |
| 7 | 74 | 5.0% |
| 6 | 70 | 4.8% |
| 5 | 63 | 4.3% |
| 9 | 52 | 3.5% |
| 8 | 49 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 197 | 13.4% |
| 1 | 521 | |
| 2 | 146 | 9.9% |
| 3 | 159 | 10.8% |
| 4 | 139 | 9.5% |
| 5 | 63 | 4.3% |
| 6 | 70 | 4.8% |
| 7 | 74 | 5.0% |
| 8 | 49 | 3.3% |
| 9 | 52 | 3.5% |
| Value | Count | Frequency (%) |
| 9 | 52 | 3.5% |
| 8 | 49 | 3.3% |
| 7 | 74 | 5.0% |
| 6 | 70 | 4.8% |
| 5 | 63 | 4.3% |
| 4 | 139 | 9.5% |
| 3 | 159 | 10.8% |
| 2 | 146 | 9.9% |
| 1 | 521 | |
| 0 | 197 | 13.4% |
annee_experience_totale
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.279592 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 11 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 28 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.7807817 |
|---|---|
| Coefficient of variation (CV) | 0.68981057 |
| Kurtosis | 0.91826954 |
| Mean | 11.279592 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.1171719 |
| Sum | 16581 |
| Variance | 60.540563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 10 | 202 | 13.7% |
| 6 | 125 | 8.5% |
| 8 | 103 | 7.0% |
| 9 | 96 | 6.5% |
| 5 | 88 | 6.0% |
| 7 | 81 | 5.5% |
| 1 | 81 | 5.5% |
| 4 | 63 | 4.3% |
| 12 | 48 | 3.3% |
| 3 | 42 | 2.9% |
| Other values (30) | 541 |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.7% |
| 1 | 81 | |
| 2 | 31 | 2.1% |
| 3 | 42 | 2.9% |
| 4 | 63 | |
| 5 | 88 | |
| 6 | 125 | |
| 7 | 81 | |
| 8 | 103 | |
| 9 | 96 |
| Value | Count | Frequency (%) |
| 40 | 2 | 0.1% |
| 38 | 1 | 0.1% |
| 37 | 4 | |
| 36 | 6 | |
| 35 | 3 | 0.2% |
| 34 | 5 | |
| 33 | 7 | |
| 32 | 9 | |
| 31 | 9 | |
| 30 | 7 |
annees_dans_l_entreprise
Real number (ℝ)
High correlation Zeros
| Distinct | 37 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0081633 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 44 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.1265252 |
|---|---|
| Coefficient of variation (CV) | 0.87419841 |
| Kurtosis | 3.9355088 |
| Mean | 7.0081633 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7645295 |
| Sum | 10302 |
| Variance | 37.53431 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 5 | 196 | |
| 1 | 171 | |
| 3 | 128 | |
| 2 | 127 | |
| 10 | 120 | |
| 4 | 110 | 7.5% |
| 7 | 90 | 6.1% |
| 9 | 82 | 5.6% |
| 8 | 80 | 5.4% |
| 6 | 76 | 5.2% |
| Other values (27) | 290 |
| Value | Count | Frequency (%) |
| 0 | 44 | 3.0% |
| 1 | 171 | |
| 2 | 127 | |
| 3 | 128 | |
| 4 | 110 | |
| 5 | 196 | |
| 6 | 76 | 5.2% |
| 7 | 90 | |
| 8 | 80 | |
| 9 | 82 |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 36 | 2 | 0.1% |
| 34 | 1 | 0.1% |
| 33 | 5 | |
| 32 | 3 | |
| 31 | 3 | |
| 30 | 1 | 0.1% |
| 29 | 2 | 0.1% |
| 27 | 2 | 0.1% |
annees_dans_le_poste_actuel
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2292517 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 244 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.623137 |
|---|---|
| Coefficient of variation (CV) | 0.85668513 |
| Kurtosis | 0.47742077 |
| Mean | 4.2292517 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.91736316 |
| Sum | 6217 |
| Variance | 13.127122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 2 | 372 | |
| 0 | 244 | |
| 7 | 222 | |
| 3 | 135 | 9.2% |
| 4 | 104 | 7.1% |
| 8 | 89 | 6.1% |
| 9 | 67 | 4.6% |
| 1 | 57 | 3.9% |
| 6 | 37 | 2.5% |
| 5 | 36 | 2.4% |
| Other values (9) | 107 | 7.3% |
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 1 | 57 | 3.9% |
| 2 | 372 | |
| 3 | 135 | 9.2% |
| 4 | 104 | 7.1% |
| 5 | 36 | 2.4% |
| 6 | 37 | 2.5% |
| 7 | 222 | |
| 8 | 89 | 6.1% |
| 9 | 67 | 4.6% |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.1% |
| 17 | 4 | 0.3% |
| 16 | 7 | 0.5% |
| 15 | 8 | 0.5% |
| 14 | 11 | 0.7% |
| 13 | 14 | 1.0% |
| 12 | 10 | 0.7% |
| 11 | 22 | 1.5% |
| 10 | 29 | |
| 9 | 67 |
a_quitte_l_entreprise
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Non | |
|---|---|
| Oui |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Oui |
|---|---|
| 2nd row | Non |
| 3rd row | Oui |
| 4th row | Non |
| 5th row | Non |
Common Values
| Value | Count | Frequency (%) |
| Non | 1233 | |
| Oui | 237 | 16.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| non | 1233 | |
| oui | 237 | 16.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1233 | |
| o | 1233 | |
| n | 1233 | |
| O | 237 | 5.4% |
| u | 237 | 5.4% |
| i | 237 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4410 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 1233 | |
| o | 1233 | |
| n | 1233 | |
| O | 237 | 5.4% |
| u | 237 | 5.4% |
| i | 237 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4410 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 1233 | |
| o | 1233 | |
| n | 1233 | |
| O | 237 | 5.4% |
| u | 237 | 5.4% |
| i | 237 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4410 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 1233 | |
| o | 1233 | |
| n | 1233 | |
| O | 237 | 5.4% |
| u | 237 | 5.4% |
| i | 237 | 5.4% |
nombre_participation_pee
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
nb_formations_suivies
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7993197 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 54 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2892706 |
|---|---|
| Coefficient of variation (CV) | 0.46056569 |
| Kurtosis | 0.49499299 |
| Mean | 2.7993197 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.55312417 |
| Sum | 4115 |
| Variance | 1.6622187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 547 | |
| 3 | 491 | |
| 4 | 123 | 8.4% |
| 5 | 119 | 8.1% |
| 1 | 71 | 4.8% |
| 6 | 65 | 4.4% |
| 0 | 54 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 54 | 3.7% |
| 1 | 71 | 4.8% |
| 2 | 547 | |
| 3 | 491 | |
| 4 | 123 | 8.4% |
| 5 | 119 | 8.1% |
| 6 | 65 | 4.4% |
| Value | Count | Frequency (%) |
| 6 | 65 | 4.4% |
| 5 | 119 | 8.1% |
| 4 | 123 | 8.4% |
| 3 | 491 | |
| 2 | 547 | |
| 1 | 71 | 4.8% |
| 0 | 54 | 3.7% |
distance_domicile_travail
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.192517 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 26 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.1068644 |
|---|---|
| Coefficient of variation (CV) | 0.88189823 |
| Kurtosis | -0.2248334 |
| Mean | 9.192517 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.958118 |
| Sum | 13513 |
| Variance | 65.721251 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 2 | 211 | |
| 1 | 208 | |
| 10 | 86 | 5.9% |
| 9 | 85 | 5.8% |
| 3 | 84 | 5.7% |
| 7 | 84 | 5.7% |
| 8 | 80 | 5.4% |
| 5 | 65 | 4.4% |
| 4 | 64 | 4.4% |
| 6 | 59 | 4.0% |
| Other values (19) | 444 |
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 211 | |
| 3 | 84 | 5.7% |
| 4 | 64 | 4.4% |
| 5 | 65 | 4.4% |
| 6 | 59 | 4.0% |
| 7 | 84 | 5.7% |
| 8 | 80 | 5.4% |
| 9 | 85 | |
| 10 | 86 |
| Value | Count | Frequency (%) |
| 29 | 27 | |
| 28 | 23 | |
| 27 | 12 | |
| 26 | 25 | |
| 25 | 25 | |
| 24 | 28 | |
| 23 | 27 | |
| 22 | 19 | |
| 21 | 18 | |
| 20 | 25 |
niveau_education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 | |
| 5 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
domaine_etude
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Infra & Cloud | |
|---|---|
| Transformation Digitale | |
| Marketing | |
| Entrepreunariat | |
| Autre |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 15.567347 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Infra & Cloud |
|---|---|
| 2nd row | Infra & Cloud |
| 3rd row | Autre |
| 4th row | Infra & Cloud |
| 5th row | Transformation Digitale |
Common Values
| Value | Count | Frequency (%) |
| Infra & Cloud | 606 | |
| Transformation Digitale | 464 | |
| Marketing | 159 | 10.8% |
| Entrepreunariat | 132 | 9.0% |
| Autre | 82 | 5.6% |
| Ressources Humaines | 27 | 1.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| infra | 606 | |
| 606 | ||
| cloud | 606 | |
| transformation | 464 | |
| digitale | 464 | |
| marketing | 159 | 5.0% |
| entrepreunariat | 132 | 4.2% |
| autre | 82 | 2.6% |
| ressources | 27 | 0.9% |
| humaines | 27 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2448 | 10.7% |
| r | 2198 | 9.6% |
| n | 1984 | 8.7% |
| i | 1710 | 7.5% |
| 1703 | 7.4% | |
| o | 1561 | 6.8% |
| t | 1433 | 6.3% |
| f | 1070 | 4.7% |
| l | 1070 | 4.7% |
| e | 1050 | 4.6% |
| Other values (18) | 6657 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22884 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2448 | 10.7% |
| r | 2198 | 9.6% |
| n | 1984 | 8.7% |
| i | 1710 | 7.5% |
| 1703 | 7.4% | |
| o | 1561 | 6.8% |
| t | 1433 | 6.3% |
| f | 1070 | 4.7% |
| l | 1070 | 4.7% |
| e | 1050 | 4.6% |
| Other values (18) | 6657 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22884 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2448 | 10.7% |
| r | 2198 | 9.6% |
| n | 1984 | 8.7% |
| i | 1710 | 7.5% |
| 1703 | 7.4% | |
| o | 1561 | 6.8% |
| t | 1433 | 6.3% |
| f | 1070 | 4.7% |
| l | 1070 | 4.7% |
| e | 1050 | 4.6% |
| Other values (18) | 6657 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22884 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2448 | 10.7% |
| r | 2198 | 9.6% |
| n | 1984 | 8.7% |
| i | 1710 | 7.5% |
| 1703 | 7.4% | |
| o | 1561 | 6.8% |
| t | 1433 | 6.3% |
| f | 1070 | 4.7% |
| l | 1070 | 4.7% |
| e | 1050 | 4.6% |
| Other values (18) | 6657 |
frequence_deplacement
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Occasionnel | |
|---|---|
| Frequent | |
| Aucun |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 9.822449 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Occasionnel |
|---|---|
| 2nd row | Frequent |
| 3rd row | Occasionnel |
| 4th row | Frequent |
| 5th row | Occasionnel |
Common Values
| Value | Count | Frequency (%) |
| Occasionnel | 1043 | |
| Frequent | 277 | 18.8% |
| Aucun | 150 | 10.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| occasionnel | 1043 | |
| frequent | 277 | 18.8% |
| aucun | 150 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
annees_depuis_la_derniere_promotion
Real number (ℝ)
High correlation Zeros
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1877551 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 581 |
| Zeros (%) | 39.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.2224303 |
|---|---|
| Coefficient of variation (CV) | 1.4729392 |
| Kurtosis | 3.6126731 |
| Mean | 2.1877551 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.98429 |
| Sum | 3216 |
| Variance | 10.384057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 357 | |
| 2 | 159 | 10.8% |
| 7 | 76 | 5.2% |
| 4 | 61 | 4.1% |
| 3 | 52 | 3.5% |
| 5 | 45 | 3.1% |
| 6 | 32 | 2.2% |
| 11 | 24 | 1.6% |
| 8 | 18 | 1.2% |
| Other values (6) | 65 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 357 | |
| 2 | 159 | 10.8% |
| 3 | 52 | 3.5% |
| 4 | 61 | 4.1% |
| 5 | 45 | 3.1% |
| 6 | 32 | 2.2% |
| 7 | 76 | 5.2% |
| 8 | 18 | 1.2% |
| 9 | 17 | 1.2% |
| Value | Count | Frequency (%) |
| 15 | 13 | 0.9% |
| 14 | 9 | 0.6% |
| 13 | 10 | 0.7% |
| 12 | 10 | 0.7% |
| 11 | 24 | 1.6% |
| 10 | 6 | 0.4% |
| 9 | 17 | 1.2% |
| 8 | 18 | 1.2% |
| 7 | 76 | |
| 6 | 32 |
annes_sous_responsable_actuel
Real number (ℝ)
High correlation Zeros
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1231293 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 263 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5681361 |
|---|---|
| Coefficient of variation (CV) | 0.86539517 |
| Kurtosis | 0.17105808 |
| Mean | 4.1231293 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.83345099 |
| Sum | 6061 |
| Variance | 12.731595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 2 | 344 | |
| 0 | 263 | |
| 7 | 216 | |
| 3 | 142 | |
| 8 | 107 | 7.3% |
| 4 | 98 | 6.7% |
| 1 | 76 | 5.2% |
| 9 | 64 | 4.4% |
| 5 | 31 | 2.1% |
| 6 | 29 | 2.0% |
| Other values (8) | 100 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 263 | |
| 1 | 76 | 5.2% |
| 2 | 344 | |
| 3 | 142 | |
| 4 | 98 | 6.7% |
| 5 | 31 | 2.1% |
| 6 | 29 | 2.0% |
| 7 | 216 | |
| 8 | 107 | 7.3% |
| 9 | 64 | 4.4% |
| Value | Count | Frequency (%) |
| 17 | 7 | 0.5% |
| 16 | 2 | 0.1% |
| 15 | 5 | 0.3% |
| 14 | 5 | 0.3% |
| 13 | 14 | 1.0% |
| 12 | 18 | 1.2% |
| 11 | 22 | 1.5% |
| 10 | 27 | 1.8% |
| 9 | 64 | |
| 8 | 107 |
Interactions
Correlations
| a_quitte_l_entreprise | annee_experience_totale | annees_dans_l_entreprise | annees_dans_le_poste_actuel | annees_depuis_la_derniere_promotion | annes_sous_responsable_actuel | augementation_salaire_precedente | departement | distance_domicile_travail | domaine_etude | frequence_deplacement | genre | heure_supplementaires | nb_formations_suivies | niveau_education | nombre_experiences_precedentes | nombre_participation_pee | note_evaluation_precedente | poste | revenu_mensuel | satisfaction_employee_environnement | satisfaction_employee_equilibre_pro_perso | satisfaction_employee_equipe | satisfaction_employee_nature_travail | statut_marital | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| a_quitte_l_entreprise | 1.000 | 0.208 | 0.173 | 0.169 | 0.027 | 0.179 | 0.000 | 0.077 | 0.067 | 0.087 | 0.123 | 0.009 | 0.243 | 0.079 | 0.000 | 0.107 | 0.198 | 0.132 | 0.231 | 0.217 | 0.115 | 0.095 | 0.039 | 0.099 | 0.173 |
| annee_experience_totale | 0.208 | 1.000 | 0.594 | 0.493 | 0.335 | 0.495 | 0.019 | 0.024 | -0.003 | 0.030 | 0.000 | 0.000 | 0.000 | -0.014 | 0.095 | 0.315 | 0.064 | 0.000 | 0.293 | 0.710 | 0.000 | 0.000 | 0.031 | 0.024 | 0.069 |
| annees_dans_l_entreprise | 0.173 | 0.594 | 1.000 | 0.854 | 0.520 | 0.843 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.066 | 0.018 | 0.001 | 0.071 | -0.171 | 0.012 | 0.053 | 0.188 | 0.464 | 0.031 | 0.020 | 0.000 | 0.000 | 0.000 |
| annees_dans_le_poste_actuel | 0.169 | 0.493 | 0.854 | 1.000 | 0.506 | 0.725 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.079 | 0.042 | 0.005 | 0.029 | -0.128 | 0.023 | 0.000 | 0.132 | 0.395 | 0.036 | 0.025 | 0.000 | 0.000 | 0.040 |
| annees_depuis_la_derniere_promotion | 0.027 | 0.335 | 0.520 | 0.506 | 1.000 | 0.467 | 0.032 | 0.000 | -0.005 | 0.000 | 0.030 | 0.000 | 0.011 | 0.010 | 0.000 | -0.067 | 0.056 | 0.000 | 0.111 | 0.265 | 0.000 | 0.000 | 0.050 | 0.000 | 0.035 |
| annes_sous_responsable_actuel | 0.179 | 0.495 | 0.843 | 0.725 | 0.467 | 1.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.064 | 0.000 | 0.000 | -0.012 | 0.000 | -0.144 | 0.030 | 0.044 | 0.118 | 0.365 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 |
| augementation_salaire_precedente | 0.000 | 0.019 | 0.000 | 0.000 | 0.032 | 0.000 | 1.000 | 0.053 | 0.034 | 0.000 | 0.088 | 0.049 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.053 | 0.016 | 0.027 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 |
| departement | 0.077 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.053 | 1.000 | 0.000 | 0.588 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.937 | 0.187 | 0.018 | 0.047 | 0.020 | 0.029 | 0.030 |
| distance_domicile_travail | 0.067 | -0.003 | 0.011 | 0.014 | -0.005 | 0.004 | 0.034 | 0.000 | 1.000 | 0.000 | 0.023 | 0.030 | 0.066 | -0.025 | 0.000 | -0.010 | 0.015 | 0.028 | 0.000 | 0.003 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 |
| domaine_etude | 0.087 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.588 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.055 | 0.060 | 0.032 | 0.000 | 0.336 | 0.073 | 0.031 | 0.027 | 0.040 | 0.017 | 0.000 |
| frequence_deplacement | 0.123 | 0.000 | 0.000 | 0.000 | 0.030 | 0.064 | 0.088 | 0.000 | 0.023 | 0.000 | 1.000 | 0.037 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 |
| genre | 0.009 | 0.000 | 0.066 | 0.079 | 0.000 | 0.000 | 0.049 | 0.026 | 0.030 | 0.000 | 0.037 | 1.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 |
| heure_supplementaires | 0.243 | 0.000 | 0.018 | 0.042 | 0.011 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.024 | 0.031 | 1.000 | 0.099 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.025 | 0.022 | 0.000 |
| nb_formations_suivies | 0.079 | -0.014 | 0.001 | 0.005 | 0.010 | -0.012 | 0.000 | 0.000 | -0.025 | 0.044 | 0.000 | 0.000 | 0.099 | 1.000 | 0.027 | -0.047 | 0.000 | 0.013 | 0.000 | -0.035 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 |
| niveau_education | 0.000 | 0.095 | 0.071 | 0.029 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.001 | 0.027 | 1.000 | 0.101 | 0.027 | 0.000 | 0.051 | 0.094 | 0.019 | 0.000 | 0.016 | 0.015 | 0.000 |
| nombre_experiences_precedentes | 0.107 | 0.315 | -0.171 | -0.128 | -0.067 | -0.144 | 0.000 | 0.032 | -0.010 | 0.060 | 0.000 | 0.000 | 0.000 | -0.047 | 0.101 | 1.000 | 0.000 | 0.000 | 0.079 | 0.190 | 0.000 | 0.051 | 0.000 | 0.000 | 0.038 |
| nombre_participation_pee | 0.198 | 0.064 | 0.012 | 0.023 | 0.056 | 0.030 | 0.000 | 0.000 | 0.015 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 1.000 | 0.022 | 0.039 | 0.056 | 0.000 | 0.019 | 0.030 | 0.000 | 0.581 |
| note_evaluation_precedente | 0.132 | 0.000 | 0.053 | 0.000 | 0.000 | 0.044 | 0.053 | 0.000 | 0.028 | 0.000 | 0.016 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.022 | 1.000 | 0.000 | 0.046 | 0.034 | 0.000 | 0.000 | 0.000 | 0.024 |
| poste | 0.231 | 0.293 | 0.188 | 0.132 | 0.111 | 0.118 | 0.016 | 0.937 | 0.000 | 0.336 | 0.000 | 0.074 | 0.000 | 0.000 | 0.051 | 0.079 | 0.039 | 0.000 | 1.000 | 0.423 | 0.000 | 0.029 | 0.030 | 0.000 | 0.061 |
| revenu_mensuel | 0.217 | 0.710 | 0.464 | 0.395 | 0.265 | 0.365 | 0.027 | 0.187 | 0.003 | 0.073 | 0.025 | 0.046 | 0.000 | -0.035 | 0.094 | 0.190 | 0.056 | 0.046 | 0.423 | 1.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.061 |
| satisfaction_employee_environnement | 0.115 | 0.000 | 0.031 | 0.036 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.031 | 0.000 | 0.000 | 0.060 | 0.000 | 0.019 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.019 |
| satisfaction_employee_equilibre_pro_perso | 0.095 | 0.000 | 0.020 | 0.025 | 0.000 | 0.031 | 0.000 | 0.047 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.019 | 0.000 | 0.029 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| satisfaction_employee_equipe | 0.039 | 0.031 | 0.000 | 0.000 | 0.050 | 0.000 | 0.039 | 0.020 | 0.025 | 0.040 | 0.000 | 0.000 | 0.025 | 0.000 | 0.016 | 0.000 | 0.030 | 0.000 | 0.030 | 0.043 | 0.000 | 0.000 | 1.000 | 0.000 | 0.025 |
| satisfaction_employee_nature_travail | 0.099 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.017 | 0.000 | 0.000 | 0.022 | 0.021 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| statut_marital | 0.173 | 0.069 | 0.000 | 0.040 | 0.035 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.035 | 0.032 | 0.000 | 0.000 | 0.000 | 0.038 | 0.581 | 0.024 | 0.061 | 0.061 | 0.019 | 0.000 | 0.025 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| satisfaction_employee_environnement | note_evaluation_precedente | satisfaction_employee_nature_travail | satisfaction_employee_equipe | satisfaction_employee_equilibre_pro_perso | heure_supplementaires | augementation_salaire_precedente | genre | revenu_mensuel | statut_marital | departement | poste | nombre_experiences_precedentes | annee_experience_totale | annees_dans_l_entreprise | annees_dans_le_poste_actuel | a_quitte_l_entreprise | nombre_participation_pee | nb_formations_suivies | distance_domicile_travail | niveau_education | domaine_etude | frequence_deplacement | annees_depuis_la_derniere_promotion | annes_sous_responsable_actuel | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 3 | 4 | 1 | 1 | Oui | 11 % | F | 5993 | Célibataire | Commercial | Cadre Commercial | 8 | 8 | 6 | 4 | Oui | 0 | 0 | 1 | 2 | Infra & Cloud | Occasionnel | 0 | 5 |
| 1 | 3 | 2 | 2 | 4 | 3 | Non | 23 % | M | 5130 | Marié(e) | Consulting | Assistant de Direction | 1 | 10 | 10 | 7 | Non | 1 | 3 | 8 | 1 | Infra & Cloud | Frequent | 1 | 7 |
| 2 | 4 | 2 | 3 | 2 | 3 | Oui | 15 % | M | 2090 | Célibataire | Consulting | Consultant | 6 | 7 | 0 | 0 | Oui | 0 | 3 | 2 | 2 | Autre | Occasionnel | 0 | 0 |
| 3 | 4 | 3 | 3 | 3 | 3 | Oui | 11 % | F | 2909 | Marié(e) | Consulting | Assistant de Direction | 1 | 8 | 8 | 7 | Non | 0 | 3 | 3 | 4 | Infra & Cloud | Frequent | 3 | 0 |
| 4 | 1 | 3 | 2 | 4 | 3 | Non | 12 % | M | 3468 | Marié(e) | Consulting | Consultant | 9 | 6 | 2 | 2 | Non | 1 | 3 | 2 | 1 | Transformation Digitale | Occasionnel | 2 | 2 |
| 5 | 4 | 3 | 4 | 3 | 2 | Non | 13 % | M | 3068 | Célibataire | Consulting | Consultant | 0 | 8 | 7 | 7 | Non | 0 | 2 | 2 | 2 | Infra & Cloud | Frequent | 3 | 6 |
| 6 | 3 | 4 | 1 | 1 | 2 | Oui | 20 % | F | 2670 | Marié(e) | Consulting | Consultant | 4 | 12 | 1 | 0 | Non | 3 | 3 | 3 | 3 | Transformation Digitale | Occasionnel | 0 | 0 |
| 7 | 4 | 3 | 3 | 2 | 3 | Non | 22 % | M | 2693 | Divorcé(e) | Consulting | Consultant | 1 | 1 | 1 | 0 | Non | 1 | 2 | 24 | 1 | Infra & Cloud | Occasionnel | 0 | 0 |
| 8 | 4 | 2 | 3 | 2 | 3 | Non | 21 % | M | 9526 | Célibataire | Consulting | Tech Lead | 0 | 10 | 9 | 7 | Non | 0 | 2 | 23 | 3 | Infra & Cloud | Frequent | 1 | 8 |
| 9 | 3 | 3 | 3 | 2 | 2 | Non | 13 % | M | 5237 | Marié(e) | Consulting | Manager | 6 | 17 | 7 | 7 | Non | 2 | 3 | 27 | 3 | Transformation Digitale | Occasionnel | 7 | 7 |
| satisfaction_employee_environnement | note_evaluation_precedente | satisfaction_employee_nature_travail | satisfaction_employee_equipe | satisfaction_employee_equilibre_pro_perso | heure_supplementaires | augementation_salaire_precedente | genre | revenu_mensuel | statut_marital | departement | poste | nombre_experiences_precedentes | annee_experience_totale | annees_dans_l_entreprise | annees_dans_le_poste_actuel | a_quitte_l_entreprise | nombre_participation_pee | nb_formations_suivies | distance_domicile_travail | niveau_education | domaine_etude | frequence_deplacement | annees_depuis_la_derniere_promotion | annes_sous_responsable_actuel | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1460 | 4 | 2 | 1 | 2 | 1 | Non | 14 % | F | 3785 | Célibataire | Consulting | Assistant de Direction | 1 | 5 | 5 | 4 | Non | 0 | 3 | 28 | 4 | Transformation Digitale | Occasionnel | 0 | 4 |
| 1461 | 4 | 2 | 1 | 2 | 3 | Oui | 13 % | M | 10854 | Divorcé(e) | Commercial | Cadre Commercial | 4 | 20 | 3 | 2 | Oui | 1 | 3 | 28 | 3 | Marketing | Occasionnel | 2 | 0 |
| 1462 | 2 | 2 | 4 | 1 | 2 | Non | 11 % | F | 12031 | Marié(e) | Commercial | Cadre Commercial | 0 | 21 | 20 | 9 | Non | 1 | 2 | 24 | 1 | Marketing | Occasionnel | 9 | 6 |
| 1463 | 2 | 3 | 1 | 2 | 3 | Non | 19 % | M | 9936 | Célibataire | Consulting | Tech Lead | 0 | 10 | 9 | 4 | Non | 0 | 2 | 5 | 3 | Transformation Digitale | Aucun | 1 | 7 |
| 1464 | 4 | 2 | 3 | 4 | 3 | Non | 18 % | F | 2966 | Célibataire | Commercial | Représentant Commercial | 0 | 5 | 4 | 2 | Non | 0 | 2 | 5 | 3 | Autre | Occasionnel | 0 | 0 |
| 1465 | 3 | 4 | 4 | 3 | 3 | Non | 17 % | M | 2571 | Marié(e) | Consulting | Consultant | 4 | 17 | 5 | 2 | Non | 1 | 3 | 23 | 2 | Transformation Digitale | Frequent | 0 | 3 |
| 1466 | 4 | 2 | 1 | 1 | 3 | Non | 15 % | M | 9991 | Marié(e) | Consulting | Manager | 4 | 9 | 7 | 7 | Non | 1 | 5 | 6 | 1 | Transformation Digitale | Occasionnel | 1 | 7 |
| 1467 | 2 | 4 | 2 | 2 | 3 | Oui | 20 % | M | 6142 | Marié(e) | Consulting | Tech Lead | 1 | 6 | 6 | 2 | Non | 1 | 0 | 4 | 3 | Infra & Cloud | Occasionnel | 0 | 3 |
| 1468 | 4 | 2 | 2 | 4 | 2 | Non | 14 % | M | 5390 | Marié(e) | Commercial | Cadre Commercial | 2 | 17 | 9 | 6 | Non | 0 | 3 | 2 | 3 | Transformation Digitale | Frequent | 0 | 8 |
| 1469 | 2 | 4 | 3 | 1 | 4 | Non | 12 % | M | 4404 | Marié(e) | Consulting | Consultant | 2 | 6 | 4 | 3 | Non | 0 | 3 | 8 | 3 | Transformation Digitale | Occasionnel | 1 | 2 |